Question
Why do I get error with this code? import pandas as pd # load the worldcities DataFrame worldcities = pd.read_csv('worldcities.csv') # group cities by country
Why do I get error with this code?
import pandas as pd
# load the worldcities DataFrame
worldcities = pd.read_csv('worldcities.csv')
# group cities by country and count number of cities in each country
cities_per_country = worldcities.groupby('country')['city'].count().reset_index()
# rename columns to be more descriptive
cities_per_country.columns = ['Country', 'Number of Cities']
# sort countries by number of cities in descending order
cities_per_country = cities_per_country.sort_values(by='Number of Cities', ascending=False).reset_index(drop=True)
# create a list to store the top 10 countries by number of cities
top_10_countries = cities_per_country['Country'].head(10).tolist()
# create an empty DataFrame to store the final output
output_table = pd.DataFrame(columns=['Country', 'Number of Cities', 'Largest City', 'Population'])
# loop through top 10 countries and extract relevant data
for country in top_10_countries:
# filter cities in current country
cities_in_country = worldcities[worldcities['country'] == country]
# count number of cities in current country
num_cities = cities_in_country['city'].count()
# get city with highest population in current country
largest_city = cities_in_country.loc[cities_in_country['population'].idxmax(), 'city']
# get population of largest city in current country
population = cities_in_country.loc[cities_in_country['population'].idxmax(), 'population']
# add row to output_table DataFrame
output_table = output_table.append({'Country': country, 'Number of Cities': num_cities,
'Largest City': largest_city, 'Population': population},
ignore_index=True)
# print final output table
print(output_table)
This is the csv file, which has the heading country
This is the outcome:
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